diff --git a/watcher/decision_engine/scope/baremetal.py b/watcher/decision_engine/scope/baremetal.py
index 26c328ffd..d355dc60a 100644
--- a/watcher/decision_engine/scope/baremetal.py
+++ b/watcher/decision_engine/scope/baremetal.py
@@ -31,6 +31,8 @@ class BaremetalScope(base.BaseScope):
 
         for scope in self.scope:
             baremetal_scope = scope.get('baremetal')
+            if baremetal_scope:
+                break
 
         if not baremetal_scope:
             return cluster_model
diff --git a/watcher/decision_engine/scope/compute.py b/watcher/decision_engine/scope/compute.py
index 8348b1512..def63e877 100644
--- a/watcher/decision_engine/scope/compute.py
+++ b/watcher/decision_engine/scope/compute.py
@@ -175,6 +175,8 @@ class ComputeScope(base.BaseScope):
 
         for scope in self.scope:
             compute_scope = scope.get('compute')
+            if compute_scope:
+                break
 
         if not compute_scope:
             return cluster_model
diff --git a/watcher/decision_engine/scope/storage.py b/watcher/decision_engine/scope/storage.py
index 7a36694b5..7f9eb56b2 100644
--- a/watcher/decision_engine/scope/storage.py
+++ b/watcher/decision_engine/scope/storage.py
@@ -133,6 +133,8 @@ class StorageScope(base.BaseScope):
 
         for scope in self.scope:
             storage_scope = scope.get('storage')
+            if storage_scope:
+                break
 
         if not storage_scope:
             return cluster_model
diff --git a/watcher/tests/decision_engine/scope/test_compute.py b/watcher/tests/decision_engine/scope/test_compute.py
index 89b654355..41e91ea2a 100644
--- a/watcher/tests/decision_engine/scope/test_compute.py
+++ b/watcher/tests/decision_engine/scope/test_compute.py
@@ -294,3 +294,22 @@ class TestComputeScope(base.TestCase):
         model = compute.ComputeScope(audit_scope, mock.Mock(),
                                      osc=mock.Mock()).get_scoped_model(cluster)
         self.assertEqual(0, len(model.edges()))
+
+    @mock.patch.object(nova_helper.NovaHelper, 'get_service_list')
+    def test_get_scoped_model_with_multi_scopes(self, mock_zone_list):
+        cluster = self.fake_cluster.generate_scenario_1()
+        # includes compute and storage scope
+        audit_scope = []
+        audit_scope.extend(fake_scopes.fake_scope_1)
+        audit_scope.extend(fake_scopes.fake_scope_2)
+        mock_zone_list.return_value = [
+            mock.Mock(zone='AZ{0}'.format(i),
+                      host={'Node_{0}'.format(i): {}})
+            for i in range(4)]
+        model = compute.ComputeScope(audit_scope, mock.Mock(),
+                                     osc=mock.Mock()).get_scoped_model(cluster)
+
+        # NOTE(adisky):INSTANCE_6 is not excluded from model it will be tagged
+        # as 'exclude' TRUE, blueprint compute-cdm-include-all-instances
+        expected_edges = [('INSTANCE_2', 'Node_1'), (u'INSTANCE_6', u'Node_3')]
+        self.assertEqual(sorted(expected_edges), sorted(model.edges()))
diff --git a/watcher/tests/decision_engine/scope/test_storage.py b/watcher/tests/decision_engine/scope/test_storage.py
index 241e4e3d6..8b459acf1 100644
--- a/watcher/tests/decision_engine/scope/test_storage.py
+++ b/watcher/tests/decision_engine/scope/test_storage.py
@@ -192,3 +192,20 @@ class TestStorageScope(base.TestCase):
             nodes_to_remove, cluster)
         self.assertEqual(['host_1@backend_1'],
                          list(cluster.get_all_storage_nodes()))
+
+    @mock.patch.object(cinder_helper.CinderHelper, 'get_storage_node_list')
+    def test_get_scoped_model_with_multi_scopes(self, mock_zone_list):
+        cluster = self.fake_cluster.generate_scenario_1()
+        # includes storage and compute scope
+        audit_scope = []
+        audit_scope.extend(fake_scopes.fake_scope_2)
+        audit_scope.extend(fake_scopes.fake_scope_1)
+        mock_zone_list.return_value = [
+            mock.Mock(zone='zone_{0}'.format(i),
+                      host='host_{0}@backend_{1}'.format(i, i))
+            for i in range(2)]
+        model = storage.StorageScope(audit_scope, mock.Mock(),
+                                     osc=mock.Mock()).get_scoped_model(cluster)
+        expected_edges = [('VOLUME_0', 'host_0@backend_0#pool_0'),
+                          ('host_0@backend_0#pool_0', 'host_0@backend_0')]
+        self.assertEqual(sorted(expected_edges), sorted(model.edges()))